Paper
필요한 논문들을 읽고 정리한 공간입니다.
Intent-Aware Radio Resource Scheduling in a RAN Slicing Scenario Using Reinforcement Learning
Date: 2021.06.14
Tag: [Radio resource scheduling], [RAN slicing], [Intent-aware scheduling], [Reinforcement learning] Continue reading Intent-Aware Radio Resource Scheduling in a RAN Slicing Scenario Using Reinforcement Learning
A Base Station Sleeping Strategy in Heterogeneous Cellular Networks Based on User Traffic Prediction
Date: 2014.06.17
Tag: [Heterogeneous cellular networks], [Traffic forecasting], [Energy saving], [SINR], [Quality of service], [BLSTM] Continue reading A Base Station Sleeping Strategy in Heterogeneous Cellular Networks Based on User Traffic Prediction
The Prediction Analysis of Cellular Radio Access Network Traffic - From Entropy Theory to Networking Practice
Date: 2014.06.14
Tag: [Cellular networks], [Predictive models], [Telecommunication traffic], [Computer architecture], [Uncertainty], [Entropy], [Signal processing] Continue reading The Prediction Analysis of Cellular Radio Access Network Traffic - From Entropy Theory to Networking Practice
Analyzing and Modeling Spatio-Temporal Dependence of Cellular Traffic at City Scale
Date: 2015.06.12
Tag: [Spatil-temporal dependence], [Traffic modeling], [Model measurement], [Correlation analysis], [Tide effects] Continue reading Analyzing and Modeling Spatio-Temporal Dependence of Cellular Traffic at City Scale
Game-Theoretic Solutions for Data Offloading in Next Generation Networks
Date: 2017.11.29, Tag: [Mobile Network Operator(MNO)], [access point], [Stackelberg approach], [game theory], [quality of service], [Nash equilibrium] Continue reading Game-Theoretic Solutions for Data Offloading in Next Generation Networks
AI-Ready Energy Modelling for Next Generation RAN
Date: 2024.11.04, Tag: [AIMM], [System Level Simulator] Continue reading AI-Ready Energy Modelling for Next Generation RAN
Joint Traffic Prediction and Base Station Sleeping for Energy Saving in Cellular Networks
Date: 2021.08.06, Tag: [Base station sleeping], [Long short-term memory], [Traffic prediction] Continue reading Joint Traffic Prediction and Base Station Sleeping for Energy Saving in Cellular Networks
